Pumpkin Seed Data

Dataset statistics

Number of variables	13
Number of observations	2344
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	247.2 KiB
Average record size in memory	108.0 B

Variable types

Numeric	12
Categorical	1

Alerts

`Area` is highly overall correlated with `Convex_Area` and 4 other fields	High correlation
`Aspect_Ration` is highly overall correlated with `Class_Çerçevelik` and 5 other fields	High correlation
`Class_Çerçevelik` is highly overall correlated with `Aspect_Ration` and 4 other fields	High correlation
`Compactness` is highly overall correlated with `Aspect_Ration` and 5 other fields	High correlation
`Convex_Area` is highly overall correlated with `Area` and 4 other fields	High correlation
`Eccentricity` is highly overall correlated with `Aspect_Ration` and 5 other fields	High correlation
`Equiv_Diameter` is highly overall correlated with `Area` and 4 other fields	High correlation
`Major_Axis_Length` is highly overall correlated with `Area` and 8 other fields	High correlation
`Minor_Axis_Length` is highly overall correlated with `Area` and 6 other fields	High correlation
`Perimeter` is highly overall correlated with `Area` and 4 other fields	High correlation
`Roundness` is highly overall correlated with `Aspect_Ration` and 6 other fields	High correlation

Reproduction

Analysis started	2024-09-28 21:07:40.525274
Analysis finished	2024-09-28 21:08:01.893652
Duration	21.37 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

Area
Real number (ℝ)

HIGH CORRELATION

Distinct	2274
Distinct (%)	97.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	80630.958

Minimum	47939
Maximum	124268
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.6 KiB

Quantile statistics

Minimum	47939
5-th percentile	61100.75
Q1	71061.5
median	79086
Q3	89541.75
95-th percentile	104319.05
Maximum	124268
Range	76329
Interquartile range (IQR)	18480.25

Descriptive statistics

Standard deviation	13167.47
Coefficient of variation (CV)	0.16330539
Kurtosis	-0.28930394
Mean	80630.958
Median Absolute Deviation (MAD)	9084
Skewness	0.39826913
Sum	1.8899897 × 10⁸
Variance	1.7338226 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
97268	3	0.1%
68063	3	0.1%
75637	3	0.1%
84130	2	0.1%
62105	2	0.1%
97062	2	0.1%
80595	2	0.1%
67675	2	0.1%
93313	2	0.1%
70952	2	0.1%
Other values (2264)	2321	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
47939	1	< 0.1%
49273	1	< 0.1%
50670	1	< 0.1%
50822	1	< 0.1%
51555	1	< 0.1%
52342	1	< 0.1%
52447	1	< 0.1%
52493	1	< 0.1%
52657	1	< 0.1%
52696	1	< 0.1%

Value	Count	Frequency (%)
124268	1	< 0.1%
123618	1	< 0.1%
119880	1	< 0.1%
119467	1	< 0.1%
118751	1	< 0.1%
118283	1	< 0.1%
117831	1	< 0.1%
117620	1	< 0.1%
117550	1	< 0.1%
117469	1	< 0.1%

Perimeter
Real number (ℝ)

HIGH CORRELATION

Distinct	2337
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1127.9521

Minimum	868.485
Maximum	1468.224
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.6 KiB

Quantile statistics

Minimum	868.485
5-th percentile	964.9701
Q1	1049.0282
median	1121.4275
Q3	1200.918
95-th percentile	1312.6266
Maximum	1468.224
Range	599.739
Interquartile range (IQR)	151.88975

Descriptive statistics

Standard deviation	106.14962
Coefficient of variation (CV)	0.094108274
Kurtosis	-0.24662249
Mean	1127.9521
Median Absolute Deviation (MAD)	75.5405
Skewness	0.32957874
Sum	2643919.7
Variance	11267.743
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1206.002	2	0.1%
963.377	2	0.1%
1217.112	2	0.1%
1014.49	2	0.1%
1023.719	2	0.1%
1187.56	2	0.1%
1253.276	2	0.1%
1027.453	1	< 0.1%
1221.804	1	< 0.1%
1376.437	1	< 0.1%
Other values (2327)	2327	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
868.485	1	< 0.1%
871.458	1	< 0.1%
888.242	1	< 0.1%
889.398	1	< 0.1%
895.169	1	< 0.1%
899.493	1	< 0.1%
899.532	1	< 0.1%
902.59	1	< 0.1%
903.456	1	< 0.1%
904.075	1	< 0.1%

Value	Count	Frequency (%)
1468.224	1	< 0.1%
1453.922	1	< 0.1%
1448.55	1	< 0.1%
1443.597	1	< 0.1%
1443.428	1	< 0.1%
1439.456	1	< 0.1%
1432.89	1	< 0.1%
1430.169	1	< 0.1%
1425.395	1	< 0.1%
1419.753	1	< 0.1%

Major_Axis_Length
Real number (ℝ)

HIGH CORRELATION

Distinct	2343
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	455.90289

Minimum	324.0113
Maximum	632.108
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.6 KiB

Quantile statistics

Minimum	324.0113
5-th percentile	378.44298
Q1	415.38038
median	449.86205
Q3	491.64882
95-th percentile	551.66063
Maximum	632.108
Range	308.0967
Interquartile range (IQR)	76.26845

Descriptive statistics

Standard deviation	54.261334
Coefficient of variation (CV)	0.1190195
Kurtosis	-0.14960038
Mean	455.90289
Median Absolute Deviation (MAD)	37.48055
Skewness	0.45121699
Sum	1068636.4
Variance	2944.2924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
465.7347	2	0.1%
326.1485	1	< 0.1%
521.4462	1	< 0.1%
565.7508	1	< 0.1%
555.5923	1	< 0.1%
511.3968	1	< 0.1%
542.1107	1	< 0.1%
469.7542	1	< 0.1%
517.9383	1	< 0.1%
478.8952	1	< 0.1%
Other values (2333)	2333	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
324.0113	1	< 0.1%
326.1485	1	< 0.1%
329.9696	1	< 0.1%
331.6936	1	< 0.1%
334.1895	1	< 0.1%
340.6951	1	< 0.1%
342.3154	1	< 0.1%
342.5092	1	< 0.1%
343.0318	1	< 0.1%
343.189	1	< 0.1%

Value	Count	Frequency (%)
632.108	1	< 0.1%
629.723	1	< 0.1%
622.8818	1	< 0.1%
621.2633	1	< 0.1%
620.0968	1	< 0.1%
619.1037	1	< 0.1%
616.5789	1	< 0.1%
616.0277	1	< 0.1%
614.8959	1	< 0.1%
613.415	1	< 0.1%

Minor_Axis_Length
Real number (ℝ)

HIGH CORRELATION

Distinct	2341
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	225.98503

Minimum	163.8458
Maximum	292.6174
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.6 KiB

Quantile statistics

Minimum	163.8458
5-th percentile	189.17492
Q1	211.61147
median	224.8573
Q3	240.23622
95-th percentile	264.52314
Maximum	292.6174
Range	128.7716
Interquartile range (IQR)	28.62475

Descriptive statistics

Standard deviation	22.335848
Coefficient of variation (CV)	0.098837733
Kurtosis	-0.11502682
Mean	225.98503
Median Absolute Deviation (MAD)	14.12945
Skewness	0.12308303
Sum	529708.92
Variance	498.89013
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
220.6852	2	0.1%
221.2116	2	0.1%
229.4863	2	0.1%
220.2388	1	< 0.1%
237.373	1	< 0.1%
248.3426	1	< 0.1%
245.516	1	< 0.1%
215.8945	1	< 0.1%
194.3435	1	< 0.1%
230.8967	1	< 0.1%
Other values (2331)	2331	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
163.8458	1	< 0.1%
164.7038	1	< 0.1%
165.8306	1	< 0.1%
166.4057	1	< 0.1%
167.2736	1	< 0.1%
167.833	1	< 0.1%
168.2948	1	< 0.1%
170.1357	1	< 0.1%
170.1768	1	< 0.1%
170.2289	1	< 0.1%

Value	Count	Frequency (%)
292.6174	1	< 0.1%
292.53	1	< 0.1%
292.4844	1	< 0.1%
289.9712	1	< 0.1%
289.1724	1	< 0.1%
288.6814	1	< 0.1%
288.5734	1	< 0.1%
287.8763	1	< 0.1%
285.4023	1	< 0.1%
284.5436	1	< 0.1%

Convex_Area
Real number (ℝ)

HIGH CORRELATION

Distinct	2292
Distinct (%)	97.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	81448.702

Minimum	48366
Maximum	125239
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.6 KiB

Quantile statistics

Minimum	48366
5-th percentile	61754.5
Q1	71763.75
median	79869.5
Q3	90511.25
95-th percentile	105533.55
Maximum	125239
Range	76873
Interquartile range (IQR)	18747.5

Descriptive statistics

Standard deviation	13273.366
Coefficient of variation (CV)	0.16296597
Kurtosis	-0.29547066
Mean	81448.702
Median Absolute Deviation (MAD)	9120.5
Skewness	0.39454903
Sum	1.9091576 × 10⁸
Variance	1.7618225 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
77745	3	0.1%
76640	3	0.1%
74461	2	0.1%
107393	2	0.1%
68853	2	0.1%
54979	2	0.1%
73556	2	0.1%
86515	2	0.1%
67373	2	0.1%
79445	2	0.1%
Other values (2282)	2322	99.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
48366	1	< 0.1%
49739	1	< 0.1%
51092	1	< 0.1%
51648	1	< 0.1%
52013	1	< 0.1%
52796	1	< 0.1%
52958	2	0.1%
53093	1	< 0.1%
53159	1	< 0.1%
53437	1	< 0.1%

Value	Count	Frequency (%)
125239	1	< 0.1%
124662	1	< 0.1%
120796	1	< 0.1%
120581	1	< 0.1%
120036	1	< 0.1%
119270	1	< 0.1%
118597	1	< 0.1%
118591	1	< 0.1%
118565	1	< 0.1%
118327	1	< 0.1%

Equiv_Diameter
Real number (ℝ)

HIGH CORRELATION

Distinct	2274
Distinct (%)	97.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	319.35438

Minimum	247.0584
Maximum	397.7725
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.6 KiB

Quantile statistics

Minimum	247.0584
5-th percentile	278.91911
Q1	300.79613
median	317.32545
Q3	337.65088
95-th percentile	364.44909
Maximum	397.7725
Range	150.7141
Interquartile range (IQR)	36.85475

Descriptive statistics

Standard deviation	25.992151
Coefficient of variation (CV)	0.081389681
Kurtosis	-0.40929789
Mean	319.35438
Median Absolute Deviation (MAD)	18.31455
Skewness	0.21170442
Sum	748566.67
Variance	675.59192
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
351.9168	3	0.1%
294.3816	3	0.1%
310.3289	3	0.1%
327.2883	2	0.1%
281.202	2	0.1%
351.544	2	0.1%
320.3385	2	0.1%
293.5413	2	0.1%
344.688	2	0.1%
300.5643	2	0.1%
Other values (2264)	2321	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
247.0584	1	< 0.1%
250.4722	1	< 0.1%
253.9981	1	< 0.1%
254.3788	1	< 0.1%
256.2067	1	< 0.1%
258.1548	1	< 0.1%
258.4136	1	< 0.1%
258.5269	1	< 0.1%
258.9304	1	< 0.1%
259.0263	1	< 0.1%

Value	Count	Frequency (%)
397.7725	1	< 0.1%
396.7308	1	< 0.1%
390.6865	1	< 0.1%
390.013	1	< 0.1%
388.8425	1	< 0.1%
388.0755	1	< 0.1%
387.3333	1	< 0.1%
386.9864	1	< 0.1%
386.8712	1	< 0.1%
386.7379	1	< 0.1%

Eccentricity
Real number (ℝ)

HIGH CORRELATION

Distinct	1239
Distinct (%)	52.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.86091378

Minimum	0.7252
Maximum	0.9464
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.6 KiB

Quantile statistics

Minimum	0.7252
5-th percentile	0.78676
Q1	0.8321
median	0.8634
Q3	0.895125
95-th percentile	0.922785
Maximum	0.9464
Range	0.2212
Interquartile range (IQR)	0.063025

Descriptive statistics

Standard deviation	0.042420284
Coefficient of variation (CV)	0.049273556
Kurtosis	-0.34132399
Mean	0.86091378
Median Absolute Deviation (MAD)	0.0315
Skewness	-0.42465075
Sum	2017.9819
Variance	0.0017994805
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8495	7	0.3%
0.8834	7	0.3%
0.8504	6	0.3%
0.8987	6	0.3%
0.8915	6	0.3%
0.8828	6	0.3%
0.8535	6	0.3%
0.8985	6	0.3%
0.8914	6	0.3%
0.8433	6	0.3%
Other values (1229)	2282	97.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.7252	1	< 0.1%
0.7272	1	< 0.1%
0.7275	1	< 0.1%
0.7284	1	< 0.1%
0.7319	1	< 0.1%
0.7348	1	< 0.1%
0.7376	1	< 0.1%
0.7382	1	< 0.1%
0.7398	1	< 0.1%
0.7403	1	< 0.1%

Value	Count	Frequency (%)
0.9464	1	< 0.1%
0.9429	1	< 0.1%
0.9428	1	< 0.1%
0.942	1	< 0.1%
0.9412	1	< 0.1%
0.9409	1	< 0.1%
0.9407	1	< 0.1%
0.9405	1	< 0.1%
0.9398	2	0.1%
0.9393	1	< 0.1%

Solidity
Real number (ℝ)

Distinct	110
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.98991271

Minimum	0.9831
Maximum	0.9944
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.6 KiB

Quantile statistics

Minimum	0.9831
5-th percentile	0.9857
Q1	0.9886
median	0.9904
Q3	0.9916
95-th percentile	0.9928
Maximum	0.9944
Range	0.0113
Interquartile range (IQR)	0.003

Descriptive statistics

Standard deviation	0.0022104243
Coefficient of variation (CV)	0.0022329487
Kurtosis	0.055856385
Mean	0.98991271
Median Absolute Deviation (MAD)	0.0014
Skewness	-0.73492338
Sum	2320.3554
Variance	4.8859757 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9912	60	2.6%
0.9905	58	2.5%
0.9916	57	2.4%
0.9906	55	2.3%
0.9911	54	2.3%
0.9904	52	2.2%
0.9918	52	2.2%
0.9909	52	2.2%
0.9913	51	2.2%
0.9914	49	2.1%
Other values (100)	1804	77.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.9831	4	0.2%
0.9832	3	0.1%
0.9833	3	0.1%
0.9834	4	0.2%
0.9835	4	0.2%
0.9837	2	0.1%
0.9838	2	0.1%
0.9839	3	0.1%
0.984	8	0.3%
0.9841	3	0.1%

Value	Count	Frequency (%)
0.9944	1	< 0.1%
0.9943	1	< 0.1%
0.9939	2	0.1%
0.9938	6	0.3%
0.9937	8	0.3%
0.9936	11	0.5%
0.9935	8	0.3%
0.9934	11	0.5%
0.9933	5	0.2%
0.9932	20	0.9%

Extent
Real number (ℝ)

Distinct	1318
Distinct (%)	56.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.69645644

Minimum	0.5333
Maximum	0.8296
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.6 KiB

Quantile statistics

Minimum	0.5333
5-th percentile	0.578775
Q1	0.662375
median	0.7147
Q3	0.7405
95-th percentile	0.7623
Maximum	0.8296
Range	0.2963
Interquartile range (IQR)	0.078125

Descriptive statistics

Standard deviation	0.056673594
Coefficient of variation (CV)	0.081374212
Kurtosis	0.032128441
Mean	0.69645644
Median Absolute Deviation (MAD)	0.0319
Skewness	-0.91944818
Sum	1632.4939
Variance	0.0032118963
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7249	8	0.3%
0.7445	8	0.3%
0.7403	8	0.3%
0.7424	7	0.3%
0.7379	7	0.3%
0.7201	7	0.3%
0.7393	7	0.3%
0.7435	7	0.3%
0.7325	7	0.3%
0.744	6	0.3%
Other values (1308)	2272	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5333	1	< 0.1%
0.5347	1	< 0.1%
0.5352	1	< 0.1%
0.5353	1	< 0.1%
0.5361	1	< 0.1%
0.5362	1	< 0.1%
0.5387	1	< 0.1%
0.5394	1	< 0.1%
0.541	2	0.1%
0.5415	1	< 0.1%

Value	Count	Frequency (%)
0.8296	1	< 0.1%
0.7993	1	< 0.1%
0.7879	1	< 0.1%
0.7831	1	< 0.1%
0.7824	1	< 0.1%
0.7814	1	< 0.1%
0.781	1	< 0.1%
0.7808	1	< 0.1%
0.7799	1	< 0.1%
0.7797	1	< 0.1%

Roundness
Real number (ℝ)

HIGH CORRELATION

Distinct	1396
Distinct (%)	59.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.79468204

Minimum	0.6327
Maximum	0.9221
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.6 KiB

Quantile statistics

Minimum	0.6327
5-th percentile	0.70036
Q1	0.757075
median	0.7995
Q3	0.8357
95-th percentile	0.873485
Maximum	0.9221
Range	0.2894
Interquartile range (IQR)	0.078625

Descriptive statistics

Standard deviation	0.053019202
Coefficient of variation (CV)	0.066717504
Kurtosis	-0.42489719
Mean	0.79468204
Median Absolute Deviation (MAD)	0.0386
Skewness	-0.32853544
Sum	1862.7347
Variance	0.0028110358
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7609	7	0.3%
0.7933	6	0.3%
0.8028	6	0.3%
0.835	6	0.3%
0.8357	6	0.3%
0.8267	6	0.3%
0.7413	5	0.2%
0.806	5	0.2%
0.7749	5	0.2%
0.8568	5	0.2%
Other values (1386)	2287	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6327	1	< 0.1%
0.6338	1	< 0.1%
0.6374	1	< 0.1%
0.6426	1	< 0.1%
0.644	1	< 0.1%
0.6457	1	< 0.1%
0.6485	1	< 0.1%
0.6515	1	< 0.1%
0.6516	1	< 0.1%
0.6541	1	< 0.1%

Value	Count	Frequency (%)
0.9221	1	< 0.1%
0.9162	1	< 0.1%
0.9161	1	< 0.1%
0.916	1	< 0.1%
0.9154	1	< 0.1%
0.9147	1	< 0.1%
0.9118	1	< 0.1%
0.9057	1	< 0.1%
0.9045	1	< 0.1%
0.9044	1	< 0.1%

Aspect_Ration
Real number (ℝ)

HIGH CORRELATION

Distinct	2100
Distinct (%)	89.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0348581

Minimum	1.4524
Maximum	3.0969
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.6 KiB

Quantile statistics

Minimum	1.4524
5-th percentile	1.620095
Q1	1.80315
median	1.9823
Q3	2.242825
95-th percentile	2.594925
Maximum	3.0969
Range	1.6445
Interquartile range (IQR)	0.439675

Descriptive statistics

Standard deviation	0.30145748
Coefficient of variation (CV)	0.14814668
Kurtosis	-0.25671512
Mean	2.0348581
Median Absolute Deviation (MAD)	0.2108
Skewness	0.55376638
Sum	4769.7075
Variance	0.09087661
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.8606	4	0.2%
1.8491	4	0.2%
1.8955	3	0.1%
2.6286	3	0.1%
1.8275	3	0.1%
1.9006	3	0.1%
1.8281	3	0.1%
1.806	3	0.1%
1.8285	3	0.1%
1.7601	3	0.1%
Other values (2090)	2312	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.4524	1	< 0.1%
1.4569	1	< 0.1%
1.4575	1	< 0.1%
1.4595	1	< 0.1%
1.4675	1	< 0.1%
1.4743	1	< 0.1%
1.4809	1	< 0.1%
1.4825	1	< 0.1%
1.4864	1	< 0.1%
1.4876	1	< 0.1%

Value	Count	Frequency (%)
3.0969	1	< 0.1%
3.0017	1	< 0.1%
2.9988	1	< 0.1%
2.9789	1	< 0.1%
2.9593	1	< 0.1%
2.9521	1	< 0.1%
2.9478	1	< 0.1%
2.9435	1	< 0.1%
2.9271	1	< 0.1%
2.9263	1	< 0.1%

Compactness
Real number (ℝ)

HIGH CORRELATION

Distinct	1340
Distinct (%)	57.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.70489851

Minimum	0.567
Maximum	0.8289
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	36.6 KiB

Quantile statistics

Minimum	0.567
5-th percentile	0.619215
Q1	0.665975
median	0.7085
Q3	0.743225
95-th percentile	0.7842
Maximum	0.8289
Range	0.2619
Interquartile range (IQR)	0.07725

Descriptive statistics

Standard deviation	0.050737263
Coefficient of variation (CV)	0.071978111
Kurtosis	-0.65482954
Mean	0.70489851
Median Absolute Deviation (MAD)	0.0379
Skewness	-0.11265776
Sum	1652.2821
Variance	0.0025742698
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7264	7	0.3%
0.7073	7	0.3%
0.7414	6	0.3%
0.7435	6	0.3%
0.7518	6	0.3%
0.7077	6	0.3%
0.7093	6	0.3%
0.6851	6	0.3%
0.7097	5	0.2%
0.6989	5	0.2%
Other values (1330)	2284	97.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.567	1	< 0.1%
0.5753	1	< 0.1%
0.5768	1	< 0.1%
0.5785	1	< 0.1%
0.5789	1	< 0.1%
0.5797	1	< 0.1%
0.5801	1	< 0.1%
0.5805	2	0.1%
0.581	1	< 0.1%
0.5828	1	< 0.1%

Value	Count	Frequency (%)
0.8289	1	< 0.1%
0.827	1	< 0.1%
0.8256	1	< 0.1%
0.8253	1	< 0.1%
0.8247	1	< 0.1%
0.8213	1	< 0.1%
0.8209	1	< 0.1%
0.8207	1	< 0.1%
0.8189	1	< 0.1%
0.8184	1	< 0.1%

Class_Çerçevelik
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	36.6 KiB

1	1228
0	1116

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2344
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	1228	52.4%
0	1116	47.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1228	52.4%
0	1116	47.6%

Most occurring characters

Value	Count	Frequency (%)
1	1228	52.4%
0	1116	47.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2344	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	1228	52.4%
0	1116	47.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2344	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	1228	52.4%
0	1116	47.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2344	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	1228	52.4%
0	1116	47.6%

Auto

Heatmap
Table

	Area	Aspect_Ration	Class_Çerçevelik	Compactness	Convex_Area	Eccentricity	Equiv_Diameter	Extent	Major_Axis_Length	Minor_Axis_Length	Perimeter	Roundness	Solidity
Area	1.000	0.169	0.253	-0.167	1.000	0.169	1.000	0.030	0.786	0.680	0.932	-0.185	0.151
Aspect_Ration	0.169	1.000	0.758	-1.000	0.169	1.000	0.169	-0.177	0.720	-0.573	0.476	-0.963	0.047
Class_Çerçevelik	0.253	0.758	1.000	0.764	0.252	0.758	0.254	0.345	0.566	0.442	0.399	0.715	0.182
Compactness	-0.167	-1.000	0.764	1.000	-0.167	-1.000	-0.167	0.178	-0.719	0.573	-0.476	0.965	-0.039
Convex_Area	1.000	0.169	0.252	-0.167	1.000	0.168	1.000	0.029	0.786	0.680	0.933	-0.187	0.139
Eccentricity	0.169	1.000	0.758	-1.000	0.168	1.000	0.169	-0.177	0.720	-0.573	0.476	-0.963	0.047
Equiv_Diameter	1.000	0.169	0.254	-0.167	1.000	0.169	1.000	0.030	0.786	0.680	0.932	-0.185	0.151
Extent	0.030	-0.177	0.345	0.178	0.029	-0.177	0.030	1.000	-0.086	0.138	-0.039	0.200	0.086
Major_Axis_Length	0.786	0.720	0.566	-0.719	0.786	0.720	0.786	-0.086	1.000	0.112	0.946	-0.712	0.123
Minor_Axis_Length	0.680	-0.573	0.442	0.573	0.680	-0.573	0.680	0.138	0.112	1.000	0.397	0.532	0.096
Perimeter	0.932	0.476	0.399	-0.476	0.933	0.476	0.932	-0.039	0.946	0.397	1.000	-0.505	0.090
Roundness	-0.185	-0.963	0.715	0.965	-0.187	-0.963	-0.185	0.200	-0.712	0.532	-0.505	1.000	0.103
Solidity	0.151	0.047	0.182	-0.039	0.139	0.047	0.151	0.086	0.123	0.096	0.090	0.103	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Area	Perimeter	Major_Axis_Length	Minor_Axis_Length	Convex_Area	Equiv_Diameter	Eccentricity	Solidity	Extent	Roundness	Aspect_Ration	Compactness	Class_Çerçevelik
0	56276	888.242	326.1485	220.2388	56831	267.6805	0.7376	0.9902	0.7453	0.8963	1.4809	0.8207	1
1	76631	1068.146	417.1932	234.2289	77280	312.3614	0.8275	0.9916	0.7151	0.8440	1.7811	0.7487	1
2	71623	1082.987	435.8328	211.0457	72663	301.9822	0.8749	0.9857	0.7400	0.7674	2.0651	0.6929	1
3	66458	992.051	381.5638	222.5322	67118	290.8899	0.8123	0.9902	0.7396	0.8486	1.7146	0.7624	1
4	66107	998.146	383.8883	220.4545	67117	290.1207	0.8187	0.9850	0.6752	0.8338	1.7413	0.7557	1
5	73191	1041.460	405.8132	231.4261	73969	305.2698	0.8215	0.9895	0.7165	0.8480	1.7535	0.7522	1
6	73338	1020.055	392.2516	238.5494	73859	305.5762	0.7938	0.9929	0.7187	0.8857	1.6443	0.7790	1
7	69692	1049.108	421.4875	211.7707	70442	297.8836	0.8646	0.9894	0.6736	0.7957	1.9903	0.7067	1
8	95727	1231.609	488.1199	251.3086	96831	349.1180	0.8573	0.9886	0.6188	0.7930	1.9423	0.7152	1
9	73465	1047.767	413.6504	227.2644	74089	305.8407	0.8356	0.9916	0.7443	0.8409	1.8201	0.7394	1

	Area	Perimeter	Major_Axis_Length	Minor_Axis_Length	Convex_Area	Equiv_Diameter	Eccentricity	Solidity	Extent	Roundness	Aspect_Ration	Compactness
2489	92886	1211.852	501.5779	237.1213	93503	343.8984	0.8812	0.9934	0.6180	0.7948	2.1153	0.6856
2490	51555	934.911	401.8321	164.7038	52013	256.2067	0.9121	0.9912	0.7187	0.7412	2.4397	0.6376
2491	69836	1010.605	396.6286	224.7918	70419	298.1911	0.8239	0.9917	0.6693	0.8593	1.7644	0.7518
2492	84236	1274.656	456.9323	237.1540	85248	327.4944	0.8548	0.9881	0.6104	0.6515	1.9267	0.7167
2493	58987	977.410	404.0779	186.3710	59518	274.0522	0.8873	0.9911	0.7327	0.7759	2.1681	0.6782
2494	79755	1146.431	470.3888	217.8296	80649	318.6647	0.8863	0.9889	0.7175	0.7626	2.1594	0.6774
2496	69647	1084.318	462.9416	191.8210	70216	297.7874	0.9101	0.9919	0.6002	0.7444	2.4134	0.6433
2497	87994	1210.314	507.2200	222.1872	88702	334.7199	0.8990	0.9920	0.7643	0.7549	2.2828	0.6599
2498	80011	1182.947	501.9065	204.7531	80902	319.1758	0.9130	0.9890	0.7374	0.7185	2.4513	0.6359
2499	84934	1159.933	462.8951	234.5597	85781	328.8485	0.8621	0.9901	0.7360	0.7933	1.9735	0.7104

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample